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OLAP & Analytics Research Resources

From theoretical foundations to practice

Theoretical Resources

Task Scheduling for Highly Concurrent Analytical Workloads
I. Psaroudakis et al., 2013 Intermediate
4.5
Techniques for scheduling mixed analytical and transactional workloads in main-memory database systems.
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Practical Resources

The Design and Implementation of Modern Column-Stores
Daniel Abadi et al., 2013 Intermediate
4.5
Exploration of column-oriented database architectures and their performance advantages for analytical workloads.
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Greenplum: A Hybrid Database for Transactional and Analytical Workloads
ZHENGHUA LYU, 2021 Intermediate
5.0
In this paper, we augment Greenplum into a hybrid system to serve both OLTP and OLAP workloads. The challenge we address here is to achieve this goal while maintaining the ACID properties with minimal performance overhead.
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